Deep learning-based structural health monitoring

• Published in: Automation in construction Vol. 161; p. 105328
• Main Authors: Cha, Young-Jin, Ali, Rahmat, Lewis, John, Büyükӧztürk, Oral
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.05.2024
• Subjects: Automation; Damage identification; Deep learning; Defect detection; Digital twin; Infrastructure monitoring; Physics-informed; Deep learning; Automation; Digital twin; Infrastructure monitoring; Damage identification; Physics-informed; Defect detection

This article provides a comprehensive review of deep learning-based structural health monitoring (DL-based SHM). It encompasses a broad spectrum of DL theories and applications including nondestructive approaches; computer vision-based methods, digital twins, unmanned aerial vehicles (UAVs), and the...